Applied Regression and Modeling: A Computer Integrated Approach - Softcover

Sahay, Amar

Softcover

ISBN 10: 1631573292 ISBN 13: 9781631573293

Verlag: Business Expert Press, 2016

Inhaltsangabe

Applied Regression and Modeling creates a balance between the theory, practical applications, and computer implementation behind Regression-one of the most widely used techniques in analyzing and solving real world problems. It begins with a thorough explanation of prerequisite knowledge with a discussion of Simple Regression Analysis including the computer applications. Multiple Regression-a widely used tool to predict a response variable using two or more predictors, follows this. Since the analyses of regression models involve tedious and complex computations, complete computer analysis including the interpretation of multiple regression problems along with the model adequacy tests and residual analysis using widely used computer software are presented. The use of computers relieves the analyst of tedious, repetitive calculations, and allows one to focus on creating and interpreting successful models. Finally, the book extends the concepts to Regression and Modeling. Different models that provide a good fit to a set of data and provide a good prediction of the response variable are discussed. Computer analysis and interpretation of computer results are presented with real world applications. Ancillary data sets to accompany this book can be downloaded from the publisher's website.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr. Amar Sahay is a professor engaged in teaching, research, consulting, and training. He has a BS in production engineering (BIT, India), MS in industrial engineering and a PhD in mechanical engineering from University of Utah. He has taught/teaching at several Utah institutions including the University of Utah (school of engineering/ management), Weber State University, SLCC, Westminster College, and others. Amar is a Six Sigma Master Black Belt and certified in lean manufacturing. He has over 30 research papers in various conferences. Amar is the author of 11 books and is a senior member of Industrial & Systems Engineers, American Society for Quality, and Data Science Central.

Details zur Ausgabe

• Verlag: Business Expert Press
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 1631573292
• ISBN 13: 9781631573293
• Einband: Taschenbuch
• Anzahl der Seiten: 216
• Kontakt zum Hersteller: Mare Nostrum Group B.V.; gpsr@mare-nostrum.co.uk; ; Doelen 72; Breda; 4831 GR; Niederlande